Overview

Brought to you by YData

Dataset statistics

Number of variables	30
Number of observations	314
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	73.7 KiB
Average record size in memory	240.4 B

Variable types

DateTime	2
Numeric	27
Categorical	1

Alerts

`Parameter` has constant value "Cases Influenza"	Constant
`AG` is highly overall correlated with `AR` and 21 other fields	High correlation
`AI` is highly overall correlated with `FR` and 3 other fields	High correlation
`AR` is highly overall correlated with `AG` and 22 other fields	High correlation
`BE` is highly overall correlated with `AG` and 19 other fields	High correlation
`BL` is highly overall correlated with `AG` and 19 other fields	High correlation
`BS` is highly overall correlated with `AG` and 19 other fields	High correlation
`CH` is highly overall correlated with `AG` and 19 other fields	High correlation
`FR` is highly overall correlated with `AG` and 24 other fields	High correlation
`GE` is highly overall correlated with `AG` and 21 other fields	High correlation
`GL` is highly overall correlated with `AG` and 22 other fields	High correlation
`GR` is highly overall correlated with `AG` and 19 other fields	High correlation
`LU` is highly overall correlated with `AG` and 19 other fields	High correlation
`NE` is highly overall correlated with `AG` and 20 other fields	High correlation
`NW` is highly overall correlated with `AR` and 6 other fields	High correlation
`OW` is highly overall correlated with `AI` and 3 other fields	High correlation
`SG` is highly overall correlated with `AG` and 19 other fields	High correlation
`SH` is highly overall correlated with `AG` and 22 other fields	High correlation
`SO` is highly overall correlated with `AG` and 21 other fields	High correlation
`SZ` is highly overall correlated with `AG` and 22 other fields	High correlation
`TG` is highly overall correlated with `AG` and 21 other fields	High correlation
`TI` is highly overall correlated with `AG` and 21 other fields	High correlation
`UR` is highly overall correlated with `AG` and 12 other fields	High correlation
`VD` is highly overall correlated with `AG` and 22 other fields	High correlation
`VS` is highly overall correlated with `AG` and 12 other fields	High correlation
`ZG` is highly overall correlated with `AG` and 19 other fields	High correlation
`ZH` is highly overall correlated with `AG` and 19 other fields	High correlation
`StartReportingPeriod` has unique values	Unique
`EndReportingPeriod` has unique values	Unique
`ZH` has 111 (35.4%) zeros	Zeros
`BE` has 136 (43.3%) zeros	Zeros
`LU` has 181 (57.6%) zeros	Zeros
`UR` has 276 (87.9%) zeros	Zeros
`SZ` has 219 (69.7%) zeros	Zeros
`OW` has 291 (92.7%) zeros	Zeros
`NW` has 286 (91.1%) zeros	Zeros
`GL` has 256 (81.5%) zeros	Zeros
`ZG` has 238 (75.8%) zeros	Zeros
`FR` has 269 (85.7%) zeros	Zeros
`SO` has 238 (75.8%) zeros	Zeros
`BS` has 136 (43.3%) zeros	Zeros
`BL` has 140 (44.6%) zeros	Zeros
`SH` has 237 (75.5%) zeros	Zeros
`AR` has 277 (88.2%) zeros	Zeros
`AI` has 294 (93.6%) zeros	Zeros
`SG` has 126 (40.1%) zeros	Zeros
`GR` has 168 (53.5%) zeros	Zeros
`AG` has 202 (64.3%) zeros	Zeros
`TG` has 243 (77.4%) zeros	Zeros
`TI` has 255 (81.2%) zeros	Zeros
`VD` has 250 (79.6%) zeros	Zeros
`VS` has 278 (88.5%) zeros	Zeros
`NE` has 158 (50.3%) zeros	Zeros
`GE` has 217 (69.1%) zeros	Zeros
`CH` has 31 (9.9%) zeros	Zeros

Reproduction

Analysis started	2025-05-08 09:26:38.328119
Analysis finished	2025-05-08 09:27:57.955525
Duration	1 minute and 19.63 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

StartReportingPeriod
Date

Unique

Distinct	314
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Minimum	1952-12-14 00:00:00
Maximum	1958-12-14 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

EndReportingPeriod
Date

Unique

Distinct	314
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Minimum	1952-12-20 00:00:00
Maximum	1958-12-20 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Month
Real number (ℝ)

Distinct	12
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5477707

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4612337
Coefficient of variation (CV)	0.52861254
Kurtosis	-1.2103355
Mean	6.5477707
Median Absolute Deviation (MAD)	3
Skewness	-0.01253652
Sum	2056
Variance	11.980139
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
12	28	8.9%
7	27	8.6%
10	27	8.6%
1	26	8.3%
6	26	8.3%
3	26	8.3%
5	26	8.3%
4	26	8.3%
9	26	8.3%
8	26	8.3%
Other values (2)	50	15.9%

Value	Count	Frequency (%)
1	26	8.3%
2	25	8.0%
3	26	8.3%
4	26	8.3%
5	26	8.3%
6	26	8.3%
7	27	8.6%
8	26	8.3%
9	26	8.3%
10	27	8.6%

Value	Count	Frequency (%)
12	28	8.9%
11	25	8.0%
10	27	8.6%
9	26	8.3%
8	26	8.3%
7	27	8.6%
6	26	8.3%
5	26	8.3%
4	26	8.3%
3	26	8.3%

Parameter
Categorical

Constant

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Cases Influenza	314

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Characters and Unicode

Total characters	4710
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cases Influenza
2nd row	Cases Influenza
3rd row	Cases Influenza
4th row	Cases Influenza
5th row	Cases Influenza

Common Values

Value	Count	Frequency (%)
Cases Influenza	314	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cases	314	50.0%
influenza	314	50.0%

Most occurring characters

Value	Count	Frequency (%)
a	628	13.3%
s	628	13.3%
e	628	13.3%
n	628	13.3%
C	314	6.7%
	314	6.7%
I	314	6.7%
f	314	6.7%
l	314	6.7%
u	314	6.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4710	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	628	13.3%
s	628	13.3%
e	628	13.3%
n	628	13.3%
C	314	6.7%
	314	6.7%
I	314	6.7%
f	314	6.7%
l	314	6.7%
u	314	6.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4710	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	628	13.3%
s	628	13.3%
e	628	13.3%
n	628	13.3%
C	314	6.7%
	314	6.7%
I	314	6.7%
f	314	6.7%
l	314	6.7%
u	314	6.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4710	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	628	13.3%
s	628	13.3%
e	628	13.3%
n	628	13.3%
C	314	6.7%
	314	6.7%
I	314	6.7%
f	314	6.7%
l	314	6.7%
u	314	6.7%

ZH
Real number (ℝ)

High correlation Zeros

Distinct	100
Distinct (%)	31.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	213.61465

Minimum	0
Maximum	6029
Zeros	111
Zeros (%)	35.4%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5
Q3	27.75
95-th percentile	1331.7
Maximum	6029
Range	6029
Interquartile range (IQR)	27.75

Descriptive statistics

Standard deviation	729.29518
Coefficient of variation (CV)	3.4140691
Kurtosis	30.51192
Mean	213.61465
Median Absolute Deviation (MAD)	5
Skewness	5.1025685
Sum	67075
Variance	531871.46
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	111	35.4%
2	19	6.1%
3	11	3.5%
5	9	2.9%
10	7	2.2%
4	7	2.2%
6	6	1.9%
13	6	1.9%
7	6	1.9%
8	6	1.9%
Other values (90)	126	40.1%

Value	Count	Frequency (%)
0	111	35.4%
1	5	1.6%
2	19	6.1%
3	11	3.5%
4	7	2.2%
5	9	2.9%
6	6	1.9%
7	6	1.9%
8	6	1.9%
9	6	1.9%

Value	Count	Frequency (%)
6029	1	0.3%
5930	1	0.3%
4063	1	0.3%
3959	1	0.3%
3049	1	0.3%
2891	1	0.3%
2750	1	0.3%
2713	1	0.3%
2392	1	0.3%
2281	1	0.3%

BE
Real number (ℝ)

High correlation Zeros

Distinct	80
Distinct (%)	25.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92.792994

Minimum	0
Maximum	2356
Zeros	136
Zeros (%)	43.3%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	14.75
95-th percentile	704.1
Maximum	2356
Range	2356
Interquartile range (IQR)	14.75

Descriptive statistics

Standard deviation	303.32465
Coefficient of variation (CV)	3.2688314
Kurtosis	21.522809
Mean	92.792994
Median Absolute Deviation (MAD)	2
Skewness	4.4181219
Sum	29137
Variance	92005.845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	136	43.3%
2	16	5.1%
4	13	4.1%
3	13	4.1%
1	13	4.1%
6	9	2.9%
7	8	2.5%
12	5	1.6%
8	5	1.6%
10	4	1.3%
Other values (70)	92	29.3%

Value	Count	Frequency (%)
0	136	43.3%
1	13	4.1%
2	16	5.1%
3	13	4.1%
4	13	4.1%
5	4	1.3%
6	9	2.9%
7	8	2.5%
8	5	1.6%
9	1	0.3%

Value	Count	Frequency (%)
2356	1	0.3%
1882	1	0.3%
1791	1	0.3%
1674	1	0.3%
1357	1	0.3%
1341	1	0.3%
1246	1	0.3%
1188	1	0.3%
1166	1	0.3%
966	1	0.3%

LU
Real number (ℝ)

High correlation Zeros

Distinct	71
Distinct (%)	22.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.993631

Minimum	0
Maximum	3045
Zeros	181
Zeros (%)	57.6%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	8
95-th percentile	427.85
Maximum	3045
Range	3045
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	293.43286
Coefficient of variation (CV)	4.019979
Kurtosis	50.45801
Mean	72.993631
Median Absolute Deviation (MAD)	0
Skewness	6.4888969
Sum	22920
Variance	86102.843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	181	57.6%
1	12	3.8%
2	11	3.5%
10	8	2.5%
3	7	2.2%
5	7	2.2%
4	6	1.9%
8	5	1.6%
6	5	1.6%
12	3	1.0%
Other values (61)	69	22.0%

Value	Count	Frequency (%)
0	181	57.6%
1	12	3.8%
2	11	3.5%
3	7	2.2%
4	6	1.9%
5	7	2.2%
6	5	1.6%
7	2	0.6%
8	5	1.6%
9	1	0.3%

Value	Count	Frequency (%)
3045	1	0.3%
2365	1	0.3%
1578	1	0.3%
1469	1	0.3%
1468	1	0.3%
1270	1	0.3%
810	1	0.3%
778	1	0.3%
759	1	0.3%
734	1	0.3%

UR
Real number (ℝ)

High correlation Zeros

Distinct	26
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2866242

Minimum	0
Maximum	208
Zeros	276
Zeros (%)	87.9%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	13.4
Maximum	208
Range	208
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	21.328423
Coefficient of variation (CV)	4.9755755
Kurtosis	51.805263
Mean	4.2866242
Median Absolute Deviation (MAD)	0
Skewness	6.8612432
Sum	1346
Variance	454.90161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	276	87.9%
4	4	1.3%
8	3	1.0%
3	3	1.0%
5	2	0.6%
16	2	0.6%
133	2	0.6%
2	2	0.6%
9	2	0.6%
10	2	0.6%
Other values (16)	16	5.1%

Value	Count	Frequency (%)
0	276	87.9%
2	2	0.6%
3	3	1.0%
4	4	1.3%
5	2	0.6%
6	1	0.3%
7	1	0.3%
8	3	1.0%
9	2	0.6%
10	2	0.6%

Value	Count	Frequency (%)
208	1	0.3%
183	1	0.3%
133	2	0.6%
104	1	0.3%
91	1	0.3%
76	1	0.3%
50	1	0.3%
48	1	0.3%
38	1	0.3%
33	1	0.3%

SZ
Real number (ℝ)

High correlation Zeros

Distinct	55
Distinct (%)	17.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.101911

Minimum	0
Maximum	612
Zeros	219
Zeros (%)	69.7%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	104.15
Maximum	612
Range	612
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	65.086591
Coefficient of variation (CV)	3.5955647
Kurtosis	44.807606
Mean	18.101911
Median Absolute Deviation (MAD)	0
Skewness	6.123894
Sum	5684
Variance	4236.2643
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	219	69.7%
3	8	2.5%
5	7	2.2%
2	7	2.2%
6	6	1.9%
7	4	1.3%
12	4	1.3%
13	3	1.0%
31	2	0.6%
11	2	0.6%
Other values (45)	52	16.6%

Value	Count	Frequency (%)
0	219	69.7%
1	2	0.6%
2	7	2.2%
3	8	2.5%
4	2	0.6%
5	7	2.2%
6	6	1.9%
7	4	1.3%
8	1	0.3%
10	2	0.6%

Value	Count	Frequency (%)
612	1	0.3%
574	1	0.3%
408	1	0.3%
329	1	0.3%
300	1	0.3%
218	1	0.3%
183	1	0.3%
171	1	0.3%
167	1	0.3%
149	1	0.3%

OW
Real number (ℝ)

High correlation Zeros

Distinct	19
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7834395

Minimum	0
Maximum	312
Zeros	291
Zeros (%)	92.7%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11.35
Maximum	312
Range	312
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	23.623733
Coefficient of variation (CV)	6.2439832
Kurtosis	106.1551
Mean	3.7834395
Median Absolute Deviation (MAD)	0
Skewness	9.5389279
Sum	1188
Variance	558.08075
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	291	92.7%
1	3	1.0%
23	2	0.6%
44	2	0.6%
10	2	0.6%
157	1	0.3%
36	1	0.3%
12	1	0.3%
130	1	0.3%
52	1	0.3%
Other values (9)	9	2.9%

Value	Count	Frequency (%)
0	291	92.7%
1	3	1.0%
8	1	0.3%
10	2	0.6%
11	1	0.3%
12	1	0.3%
15	1	0.3%
22	1	0.3%
23	2	0.6%
35	1	0.3%

Value	Count	Frequency (%)
312	1	0.3%
160	1	0.3%
157	1	0.3%
130	1	0.3%
52	1	0.3%
44	2	0.6%
42	1	0.3%
39	1	0.3%
36	1	0.3%
35	1	0.3%

NW
Real number (ℝ)

High correlation Zeros

Distinct	23
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1847134

Minimum	0
Maximum	111
Zeros	286
Zeros (%)	91.1%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	9.05
Maximum	111
Range	111
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10.78149
Coefficient of variation (CV)	4.9349678
Kurtosis	51.898701
Mean	2.1847134
Median Absolute Deviation (MAD)	0
Skewness	6.7366322
Sum	686
Variance	116.24053
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	286	91.1%
2	3	1.0%
14	2	0.6%
6	2	0.6%
5	2	0.6%
18	2	0.6%
34	1	0.3%
27	1	0.3%
42	1	0.3%
81	1	0.3%
Other values (13)	13	4.1%

Value	Count	Frequency (%)
0	286	91.1%
1	1	0.3%
2	3	1.0%
3	1	0.3%
4	1	0.3%
5	2	0.6%
6	2	0.6%
7	1	0.3%
8	1	0.3%
11	1	0.3%

Value	Count	Frequency (%)
111	1	0.3%
81	1	0.3%
77	1	0.3%
53	1	0.3%
44	1	0.3%
43	1	0.3%
42	1	0.3%
35	1	0.3%
34	1	0.3%
27	1	0.3%

GL
Real number (ℝ)

High correlation Zeros

Distinct	42
Distinct (%)	13.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.802548

Minimum	0
Maximum	596
Zeros	256
Zeros (%)	81.5%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	59.7
Maximum	596
Range	596
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	52.496029
Coefficient of variation (CV)	4.1004361
Kurtosis	57.004162
Mean	12.802548
Median Absolute Deviation (MAD)	0
Skewness	6.7039763
Sum	4020
Variance	2755.8331
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	256	81.5%
19	3	1.0%
3	3	1.0%
8	3	1.0%
2	2	0.6%
51	2	0.6%
24	2	0.6%
5	2	0.6%
27	2	0.6%
16	2	0.6%
Other values (32)	37	11.8%

Value	Count	Frequency (%)
0	256	81.5%
1	1	0.3%
2	2	0.6%
3	3	1.0%
4	1	0.3%
5	2	0.6%
8	3	1.0%
9	2	0.6%
10	2	0.6%
13	1	0.3%

Value	Count	Frequency (%)
596	1	0.3%
297	1	0.3%
270	1	0.3%
264	1	0.3%
241	1	0.3%
230	1	0.3%
225	1	0.3%
195	1	0.3%
177	1	0.3%
154	1	0.3%

ZG
Real number (ℝ)

High correlation Zeros

Distinct	58
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.442675

Minimum	0
Maximum	630
Zeros	238
Zeros (%)	75.8%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	125.15
Maximum	630
Range	630
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	78.039506
Coefficient of variation (CV)	3.4772818
Kurtosis	29.530128
Mean	22.442675
Median Absolute Deviation (MAD)	0
Skewness	5.1039522
Sum	7047
Variance	6090.1644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	238	75.8%
10	3	1.0%
3	3	1.0%
4	3	1.0%
8	3	1.0%
2	3	1.0%
40	2	0.6%
32	2	0.6%
64	2	0.6%
19	2	0.6%
Other values (48)	53	16.9%

Value	Count	Frequency (%)
0	238	75.8%
1	1	0.3%
2	3	1.0%
3	3	1.0%
4	3	1.0%
5	1	0.3%
7	1	0.3%
8	3	1.0%
10	3	1.0%
11	1	0.3%

Value	Count	Frequency (%)
630	1	0.3%
616	1	0.3%
436	1	0.3%
405	1	0.3%
402	1	0.3%
359	1	0.3%
338	1	0.3%
327	1	0.3%
239	1	0.3%
216	1	0.3%

FR
Real number (ℝ)

High correlation Zeros

Distinct	37
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6687898

Minimum	0
Maximum	425
Zeros	269
Zeros (%)	85.7%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	33.15
Maximum	425
Range	425
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	38.635825
Coefficient of variation (CV)	5.0380603
Kurtosis	76.83849
Mean	7.6687898
Median Absolute Deviation (MAD)	0
Skewness	8.188243
Sum	2408
Variance	1492.727
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	269	85.7%
2	3	1.0%
17	3	1.0%
9	2	0.6%
30	2	0.6%
3	2	0.6%
4	2	0.6%
8	2	0.6%
26	1	0.3%
118	1	0.3%
Other values (27)	27	8.6%

Value	Count	Frequency (%)
0	269	85.7%
1	1	0.3%
2	3	1.0%
3	2	0.6%
4	2	0.6%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	2	0.6%
9	2	0.6%

Value	Count	Frequency (%)
425	1	0.3%
388	1	0.3%
229	1	0.3%
160	1	0.3%
118	1	0.3%
112	1	0.3%
106	1	0.3%
81	1	0.3%
72	1	0.3%
70	1	0.3%

SO
Real number (ℝ)

High correlation Zeros

Distinct	42
Distinct (%)	13.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.286624

Minimum	0
Maximum	949
Zeros	238
Zeros (%)	75.8%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	103.2
Maximum	949
Range	949
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	93.429241
Coefficient of variation (CV)	4.6054602
Kurtosis	51.665101
Mean	20.286624
Median Absolute Deviation (MAD)	0
Skewness	6.7551548
Sum	6370
Variance	8729.023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	238	75.8%
3	8	2.5%
1	6	1.9%
5	5	1.6%
6	4	1.3%
2	4	1.3%
16	4	1.3%
15	4	1.3%
10	4	1.3%
4	3	1.0%
Other values (32)	34	10.8%

Value	Count	Frequency (%)
0	238	75.8%
1	6	1.9%
2	4	1.3%
3	8	2.5%
4	3	1.0%
5	5	1.6%
6	4	1.3%
7	2	0.6%
9	1	0.3%
10	4	1.3%

Value	Count	Frequency (%)
949	1	0.3%
741	1	0.3%
621	1	0.3%
542	1	0.3%
422	1	0.3%
399	1	0.3%
333	1	0.3%
238	1	0.3%
214	1	0.3%
172	1	0.3%

BS
Real number (ℝ)

High correlation Zeros

Distinct	94
Distinct (%)	29.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	134.62739

Minimum	0
Maximum	2759
Zeros	136
Zeros (%)	43.3%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	30.75
95-th percentile	984
Maximum	2759
Range	2759
Interquartile range (IQR)	30.75

Descriptive statistics

Standard deviation	409.3347
Coefficient of variation (CV)	3.040501
Kurtosis	18.414967
Mean	134.62739
Median Absolute Deviation (MAD)	4
Skewness	4.1431475
Sum	42273
Variance	167554.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	136	43.3%
6	10	3.2%
2	8	2.5%
19	7	2.2%
3	7	2.2%
4	6	1.9%
8	6	1.9%
21	5	1.6%
18	5	1.6%
17	5	1.6%
Other values (84)	119	37.9%

Value	Count	Frequency (%)
0	136	43.3%
1	2	0.6%
2	8	2.5%
3	7	2.2%
4	6	1.9%
5	5	1.6%
6	10	3.2%
7	2	0.6%
8	6	1.9%
9	3	1.0%

Value	Count	Frequency (%)
2759	1	0.3%
2646	1	0.3%
2527	1	0.3%
2183	1	0.3%
2062	1	0.3%
1849	1	0.3%
1723	1	0.3%
1440	1	0.3%
1405	1	0.3%
1389	1	0.3%

BL
Real number (ℝ)

High correlation Zeros

Distinct	78
Distinct (%)	24.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.557325

Minimum	0
Maximum	1760
Zeros	140
Zeros (%)	44.6%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	15
95-th percentile	323.15
Maximum	1760
Range	1760
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	212.37374
Coefficient of variation (CV)	3.6897778
Kurtosis	30.65274
Mean	57.557325
Median Absolute Deviation (MAD)	3
Skewness	5.36001
Sum	18073
Variance	45102.605
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	140	44.6%
5	14	4.5%
3	11	3.5%
2	10	3.2%
7	9	2.9%
9	8	2.5%
4	7	2.2%
6	7	2.2%
1	6	1.9%
15	6	1.9%
Other values (68)	96	30.6%

Value	Count	Frequency (%)
0	140	44.6%
1	6	1.9%
2	10	3.2%
3	11	3.5%
4	7	2.2%
5	14	4.5%
6	7	2.2%
7	9	2.9%
8	3	1.0%
9	8	2.5%

Value	Count	Frequency (%)
1760	1	0.3%
1345	1	0.3%
1315	1	0.3%
1314	1	0.3%
1236	1	0.3%
1109	1	0.3%
1023	1	0.3%
922	1	0.3%
742	1	0.3%
460	1	0.3%

SH
Real number (ℝ)

High correlation Zeros

Distinct	55
Distinct (%)	17.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.149682

Minimum	0
Maximum	587
Zeros	237
Zeros (%)	75.5%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	84.35
Maximum	587
Range	587
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	65.726706
Coefficient of variation (CV)	3.6213697
Kurtosis	36.949175
Mean	18.149682
Median Absolute Deviation (MAD)	0
Skewness	5.6740744
Sum	5699
Variance	4319.9999
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	237	75.5%
40	4	1.3%
3	4	1.3%
13	4	1.3%
10	3	1.0%
8	3	1.0%
46	2	0.6%
42	2	0.6%
9	2	0.6%
32	2	0.6%
Other values (45)	51	16.2%

Value	Count	Frequency (%)
0	237	75.5%
2	1	0.3%
3	4	1.3%
4	1	0.3%
6	2	0.6%
7	2	0.6%
8	3	1.0%
9	2	0.6%
10	3	1.0%
11	2	0.6%

Value	Count	Frequency (%)
587	1	0.3%
526	1	0.3%
428	1	0.3%
331	1	0.3%
275	1	0.3%
270	1	0.3%
269	1	0.3%
248	1	0.3%
243	1	0.3%
211	1	0.3%

AR
Real number (ℝ)

High correlation Zeros

Distinct	33
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4235669

Minimum	0
Maximum	227
Zeros	277
Zeros (%)	88.2%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	49.1
Maximum	227
Range	227
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	27.05046
Coefficient of variation (CV)	4.2111276
Kurtosis	38.225233
Mean	6.4235669
Median Absolute Deviation (MAD)	0
Skewness	5.8129729
Sum	2017
Variance	731.72737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	277	88.2%
7	3	1.0%
1	2	0.6%
20	2	0.6%
4	2	0.6%
57	1	0.3%
45	1	0.3%
39	1	0.3%
56	1	0.3%
69	1	0.3%
Other values (23)	23	7.3%

Value	Count	Frequency (%)
0	277	88.2%
1	2	0.6%
2	1	0.3%
4	2	0.6%
5	1	0.3%
7	3	1.0%
10	1	0.3%
11	1	0.3%
13	1	0.3%
15	1	0.3%

Value	Count	Frequency (%)
227	1	0.3%
221	1	0.3%
198	1	0.3%
164	1	0.3%
106	1	0.3%
100	1	0.3%
85	1	0.3%
80	1	0.3%
76	1	0.3%
69	1	0.3%

AI
Real number (ℝ)

High correlation Zeros

Distinct	13
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.60191083

Minimum	0
Maximum	33
Zeros	294
Zeros (%)	93.6%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.35
Maximum	33
Range	33
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.1568369
Coefficient of variation (CV)	5.244692
Kurtosis	56.943688
Mean	0.60191083
Median Absolute Deviation (MAD)	0
Skewness	7.0836605
Sum	189
Variance	9.9656193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	294	93.6%
2	4	1.3%
6	3	1.0%
5	2	0.6%
13	2	0.6%
4	2	0.6%
3	1	0.3%
33	1	0.3%
11	1	0.3%
21	1	0.3%
Other values (3)	3	1.0%

Value	Count	Frequency (%)
0	294	93.6%
2	4	1.3%
3	1	0.3%
4	2	0.6%
5	2	0.6%
6	3	1.0%
8	1	0.3%
11	1	0.3%
13	2	0.6%
17	1	0.3%

Value	Count	Frequency (%)
33	1	0.3%
26	1	0.3%
21	1	0.3%
17	1	0.3%
13	2	0.6%
11	1	0.3%
8	1	0.3%
6	3	1.0%
5	2	0.6%
4	2	0.6%

SG
Real number (ℝ)

High correlation Zeros

Distinct	90
Distinct (%)	28.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.414013

Minimum	0
Maximum	2497
Zeros	126
Zeros (%)	40.1%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	24.5
95-th percentile	495.5
Maximum	2497
Range	2497
Interquartile range (IQR)	24.5

Descriptive statistics

Standard deviation	268.83592
Coefficient of variation (CV)	3.3852454
Kurtosis	38.863773
Mean	79.414013
Median Absolute Deviation (MAD)	3
Skewness	5.7051862
Sum	24936
Variance	72272.755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	126	40.1%
2	15	4.8%
3	12	3.8%
4	10	3.2%
6	9	2.9%
8	8	2.5%
5	8	2.5%
7	6	1.9%
1	6	1.9%
17	4	1.3%
Other values (80)	110	35.0%

Value	Count	Frequency (%)
0	126	40.1%
1	6	1.9%
2	15	4.8%
3	12	3.8%
4	10	3.2%
5	8	2.5%
6	9	2.9%
7	6	1.9%
8	8	2.5%
9	2	0.6%

Value	Count	Frequency (%)
2497	1	0.3%
2175	1	0.3%
1758	1	0.3%
1188	1	0.3%
1123	1	0.3%
1056	1	0.3%
999	1	0.3%
908	1	0.3%
854	1	0.3%
729	1	0.3%

GR
Real number (ℝ)

High correlation Zeros

Distinct	91
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92.16879

Minimum	0
Maximum	2318
Zeros	168
Zeros (%)	53.5%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	24.75
95-th percentile	499.5
Maximum	2318
Range	2318
Interquartile range (IQR)	24.75

Descriptive statistics

Standard deviation	282.93548
Coefficient of variation (CV)	3.0697537
Kurtosis	26.776083
Mean	92.16879
Median Absolute Deviation (MAD)	0
Skewness	4.8082227
Sum	28941
Variance	80052.486
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	168	53.5%
5	13	4.1%
10	6	1.9%
7	6	1.9%
3	5	1.6%
1	4	1.3%
9	4	1.3%
4	4	1.3%
15	4	1.3%
8	3	1.0%
Other values (81)	97	30.9%

Value	Count	Frequency (%)
0	168	53.5%
1	4	1.3%
2	3	1.0%
3	5	1.6%
4	4	1.3%
5	13	4.1%
6	2	0.6%
7	6	1.9%
8	3	1.0%
9	4	1.3%

Value	Count	Frequency (%)
2318	1	0.3%
1945	1	0.3%
1924	1	0.3%
1351	1	0.3%
1276	1	0.3%
1255	1	0.3%
1224	1	0.3%
1222	1	0.3%
892	1	0.3%
828	1	0.3%

AG
Real number (ℝ)

High correlation Zeros

Distinct	63
Distinct (%)	20.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.519108

Minimum	0
Maximum	1971
Zeros	202
Zeros (%)	64.3%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5.75
95-th percentile	554.15
Maximum	1971
Range	1971
Interquartile range (IQR)	5.75

Descriptive statistics

Standard deviation	265.23009
Coefficient of variation (CV)	3.7085206
Kurtosis	25.905302
Mean	71.519108
Median Absolute Deviation (MAD)	0
Skewness	4.8845322
Sum	22457
Variance	70346.998
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	202	64.3%
2	9	2.9%
1	8	2.5%
5	6	1.9%
7	5	1.6%
3	5	1.6%
4	5	1.6%
12	4	1.3%
6	4	1.3%
8	4	1.3%
Other values (53)	62	19.7%

Value	Count	Frequency (%)
0	202	64.3%
1	8	2.5%
2	9	2.9%
3	5	1.6%
4	5	1.6%
5	6	1.9%
6	4	1.3%
7	5	1.6%
8	4	1.3%
9	3	1.0%

Value	Count	Frequency (%)
1971	1	0.3%
1806	1	0.3%
1802	1	0.3%
1547	1	0.3%
1456	1	0.3%
1206	1	0.3%
985	1	0.3%
951	1	0.3%
923	1	0.3%
767	1	0.3%

TG
Real number (ℝ)

High correlation Zeros

Distinct	56
Distinct (%)	17.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.506369

Minimum	0
Maximum	419
Zeros	243
Zeros (%)	77.4%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	96.25
Maximum	419
Range	419
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	46.906626
Coefficient of variation (CV)	3.2335194
Kurtosis	27.650154
Mean	14.506369
Median Absolute Deviation (MAD)	0
Skewness	4.7755218
Sum	4555
Variance	2200.2316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	243	77.4%
11	5	1.6%
6	4	1.3%
4	4	1.3%
23	2	0.6%
20	2	0.6%
1	2	0.6%
3	2	0.6%
46	2	0.6%
2	2	0.6%
Other values (46)	46	14.6%

Value	Count	Frequency (%)
0	243	77.4%
1	2	0.6%
2	2	0.6%
3	2	0.6%
4	4	1.3%
5	1	0.3%
6	4	1.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%

Value	Count	Frequency (%)
419	1	0.3%
300	1	0.3%
259	1	0.3%
251	1	0.3%
198	1	0.3%
192	1	0.3%
186	1	0.3%
178	1	0.3%
170	1	0.3%
141	1	0.3%

TI
Real number (ℝ)

High correlation Zeros

Distinct	53
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.200637

Minimum	0
Maximum	1396
Zeros	255
Zeros (%)	81.2%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	154.35
Maximum	1396
Range	1396
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	123.21047
Coefficient of variation (CV)	4.5296905
Kurtosis	67.9497
Mean	27.200637
Median Absolute Deviation (MAD)	0
Skewness	7.5460216
Sum	8541
Variance	15180.819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	255	81.2%
5	4	1.3%
4	2	0.6%
7	2	0.6%
40	2	0.6%
26	2	0.6%
308	1	0.3%
15	1	0.3%
199	1	0.3%
246	1	0.3%
Other values (43)	43	13.7%

Value	Count	Frequency (%)
0	255	81.2%
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	2	0.6%
5	4	1.3%
6	1	0.3%
7	2	0.6%
8	1	0.3%
10	1	0.3%

Value	Count	Frequency (%)
1396	1	0.3%
1031	1	0.3%
805	1	0.3%
541	1	0.3%
375	1	0.3%
361	1	0.3%
346	1	0.3%
316	1	0.3%
308	1	0.3%
272	1	0.3%

VD
Real number (ℝ)

High correlation Zeros

Distinct	44
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.888535

Minimum	0
Maximum	1332
Zeros	250
Zeros (%)	79.6%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	256.6
Maximum	1332
Range	1332
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	141.87006
Coefficient of variation (CV)	4.0663807
Kurtosis	38.236361
Mean	34.888535
Median Absolute Deviation (MAD)	0
Skewness	5.709346
Sum	10955
Variance	20127.115
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	250	79.6%
1	7	2.2%
2	5	1.6%
5	3	1.0%
4	3	1.0%
13	3	1.0%
351	2	0.6%
30	2	0.6%
14	2	0.6%
9	2	0.6%
Other values (34)	35	11.1%

Value	Count	Frequency (%)
0	250	79.6%
1	7	2.2%
2	5	1.6%
3	2	0.6%
4	3	1.0%
5	3	1.0%
6	1	0.3%
8	1	0.3%
9	2	0.6%
11	1	0.3%

Value	Count	Frequency (%)
1332	1	0.3%
1088	1	0.3%
836	1	0.3%
731	1	0.3%
655	1	0.3%
620	1	0.3%
496	1	0.3%
449	1	0.3%
438	1	0.3%
393	1	0.3%

VS
Real number (ℝ)

High correlation Zeros

Distinct	31
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.853503

Minimum	0
Maximum	1541
Zeros	278
Zeros (%)	88.5%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	34.5
Maximum	1541
Range	1541
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	103.65822
Coefficient of variation (CV)	6.5385056
Kurtosis	157.48736
Mean	15.853503
Median Absolute Deviation (MAD)	0
Skewness	11.588647
Sum	4978
Variance	10745.026
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	278	88.5%
10	4	1.3%
31	2	0.6%
15	2	0.6%
1	2	0.6%
247	1	0.3%
184	1	0.3%
41	1	0.3%
90	1	0.3%
24	1	0.3%
Other values (21)	21	6.7%

Value	Count	Frequency (%)
0	278	88.5%
1	2	0.6%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
10	4	1.3%
11	1	0.3%
12	1	0.3%
15	2	0.6%

Value	Count	Frequency (%)
1541	1	0.3%
718	1	0.3%
417	1	0.3%
247	1	0.3%
232	1	0.3%
215	1	0.3%
192	1	0.3%
191	1	0.3%
188	1	0.3%
184	1	0.3%

NE
Real number (ℝ)

High correlation Zeros

Distinct	72
Distinct (%)	22.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.340764

Minimum	0
Maximum	1047
Zeros	158
Zeros (%)	50.3%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	12.5
95-th percentile	224.35
Maximum	1047
Range	1047
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	124.95641
Coefficient of variation (CV)	3.438464
Kurtosis	40.879264
Mean	36.340764
Median Absolute Deviation (MAD)	0
Skewness	5.9927917
Sum	11411
Variance	15614.104
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	158	50.3%
5	12	3.8%
3	11	3.5%
6	10	3.2%
1	9	2.9%
7	9	2.9%
2	8	2.5%
4	7	2.2%
15	5	1.6%
8	5	1.6%
Other values (62)	80	25.5%

Value	Count	Frequency (%)
0	158	50.3%
1	9	2.9%
2	8	2.5%
3	11	3.5%
4	7	2.2%
5	12	3.8%
6	10	3.2%
7	9	2.9%
8	5	1.6%
9	3	1.0%

Value	Count	Frequency (%)
1047	1	0.3%
975	1	0.3%
964	1	0.3%
933	1	0.3%
467	1	0.3%
345	1	0.3%
328	1	0.3%
296	1	0.3%
292	1	0.3%
285	1	0.3%

GE
Real number (ℝ)

High correlation Zeros

Distinct	71
Distinct (%)	22.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.156051

Minimum	0
Maximum	2602
Zeros	217
Zeros (%)	69.1%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	615.15
Maximum	2602
Range	2602
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	307.19238
Coefficient of variation (CV)	3.6941675
Kurtosis	28.985834
Mean	83.156051
Median Absolute Deviation (MAD)	0
Skewness	5.0685086
Sum	26111
Variance	94367.161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	217	69.1%
1	9	2.9%
2	7	2.2%
3	6	1.9%
13	3	1.0%
8	2	0.6%
7	2	0.6%
18	2	0.6%
6	2	0.6%
16	2	0.6%
Other values (61)	62	19.7%

Value	Count	Frequency (%)
0	217	69.1%
1	9	2.9%
2	7	2.2%
3	6	1.9%
4	2	0.6%
5	1	0.3%
6	2	0.6%
7	2	0.6%
8	2	0.6%
9	1	0.3%

Value	Count	Frequency (%)
2602	1	0.3%
2221	1	0.3%
1690	1	0.3%
1622	1	0.3%
1527	1	0.3%
1346	1	0.3%
1324	1	0.3%
1281	1	0.3%
1101	1	0.3%
970	1	0.3%

CH
Real number (ℝ)

High correlation Zeros

Distinct	172
Distinct (%)	54.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1143.5

Minimum	0
Maximum	30096
Zeros	31
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	30.5
Q3	252.75
95-th percentile	7852.8
Maximum	30096
Range	30096
Interquartile range (IQR)	245.75

Descriptive statistics

Standard deviation	3705.4963
Coefficient of variation (CV)	3.2404865
Kurtosis	26.774151
Mean	1143.5
Median Absolute Deviation (MAD)	30.5
Skewness	4.8189788
Sum	359059
Variance	13730703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31	9.9%
5	10	3.2%
12	8	2.5%
6	8	2.5%
1	7	2.2%
2	7	2.2%
13	6	1.9%
18	6	1.9%
10	6	1.9%
7	6	1.9%
Other values (162)	219	69.7%

Value	Count	Frequency (%)
0	31	9.9%
1	7	2.2%
2	7	2.2%
3	6	1.9%
4	5	1.6%
5	10	3.2%
6	8	2.5%
7	6	1.9%
8	4	1.3%
9	3	1.0%

Value	Count	Frequency (%)
30096	1	0.3%
25879	1	0.3%
25580	1	0.3%
18462	1	0.3%
15884	1	0.3%
14681	1	0.3%
14177	1	0.3%
13726	1	0.3%
12612	1	0.3%
11772	1	0.3%

Interactions

Correlations

	AG	AI	AR	BE	BL	BS	CH	FR	GE	GL	GR	LU	Month	NE	NW	OW	SG	SH	SO	SZ	TG	TI	UR	VD	VS	ZG	ZH
AG	1.000	0.403	0.591	0.747	0.670	0.746	0.754	0.633	0.696	0.610	0.713	0.740	-0.273	0.698	0.479	0.420	0.725	0.679	0.657	0.672	0.654	0.629	0.551	0.645	0.536	0.687	0.709
AI	0.403	1.000	0.444	0.373	0.322	0.359	0.356	0.520	0.406	0.482	0.397	0.371	0.065	0.354	0.449	0.542	0.318	0.433	0.430	0.338	0.476	0.415	0.514	0.472	0.545	0.393	0.367
AR	0.591	0.444	1.000	0.557	0.535	0.544	0.536	0.672	0.586	0.633	0.566	0.565	-0.091	0.502	0.524	0.498	0.535	0.642	0.606	0.585	0.733	0.573	0.615	0.655	0.605	0.644	0.549
BE	0.747	0.373	0.557	1.000	0.720	0.806	0.860	0.597	0.698	0.607	0.735	0.724	-0.346	0.741	0.448	0.385	0.778	0.654	0.663	0.685	0.667	0.576	0.493	0.582	0.492	0.673	0.798
BL	0.670	0.322	0.535	0.720	1.000	0.785	0.819	0.528	0.636	0.560	0.646	0.719	-0.237	0.664	0.434	0.378	0.735	0.534	0.642	0.598	0.595	0.543	0.452	0.528	0.473	0.669	0.751
BS	0.746	0.359	0.544	0.806	0.785	1.000	0.898	0.566	0.661	0.604	0.736	0.783	-0.338	0.724	0.435	0.384	0.755	0.623	0.647	0.643	0.626	0.577	0.480	0.603	0.485	0.696	0.829
CH	0.754	0.356	0.536	0.860	0.819	0.898	1.000	0.564	0.682	0.594	0.798	0.802	-0.354	0.790	0.431	0.371	0.854	0.645	0.665	0.666	0.648	0.573	0.481	0.592	0.480	0.694	0.887
FR	0.633	0.520	0.672	0.597	0.528	0.566	0.564	1.000	0.678	0.619	0.575	0.575	-0.093	0.606	0.525	0.595	0.557	0.660	0.653	0.679	0.618	0.645	0.680	0.700	0.600	0.594	0.568
GE	0.696	0.406	0.586	0.698	0.636	0.661	0.682	0.678	1.000	0.604	0.644	0.638	-0.197	0.708	0.497	0.433	0.644	0.624	0.600	0.619	0.630	0.625	0.599	0.642	0.554	0.607	0.663
GL	0.610	0.482	0.633	0.607	0.560	0.604	0.594	0.619	0.604	1.000	0.575	0.626	-0.161	0.538	0.502	0.434	0.594	0.689	0.599	0.571	0.679	0.534	0.627	0.666	0.549	0.586	0.595
GR	0.713	0.397	0.566	0.735	0.646	0.736	0.798	0.575	0.644	0.575	1.000	0.726	-0.361	0.689	0.440	0.381	0.702	0.598	0.656	0.640	0.646	0.627	0.499	0.640	0.500	0.692	0.733
LU	0.740	0.371	0.565	0.724	0.719	0.783	0.802	0.575	0.638	0.626	0.726	1.000	-0.329	0.702	0.476	0.425	0.712	0.663	0.655	0.641	0.649	0.556	0.490	0.610	0.464	0.712	0.757
Month	-0.273	0.065	-0.091	-0.346	-0.237	-0.338	-0.354	-0.093	-0.197	-0.161	-0.361	-0.329	1.000	-0.366	-0.068	-0.048	-0.336	-0.238	-0.215	-0.251	-0.174	-0.261	-0.054	-0.161	-0.057	-0.323	-0.295
NE	0.698	0.354	0.502	0.741	0.664	0.724	0.790	0.606	0.708	0.538	0.689	0.702	-0.366	1.000	0.434	0.382	0.714	0.592	0.618	0.671	0.578	0.596	0.501	0.591	0.493	0.593	0.720
NW	0.479	0.449	0.524	0.448	0.434	0.435	0.431	0.525	0.497	0.502	0.440	0.476	-0.068	0.434	1.000	0.543	0.434	0.502	0.473	0.533	0.455	0.495	0.396	0.537	0.452	0.482	0.410
OW	0.420	0.542	0.498	0.385	0.378	0.384	0.371	0.595	0.433	0.434	0.381	0.425	-0.048	0.382	0.543	1.000	0.362	0.445	0.466	0.447	0.449	0.518	0.490	0.498	0.469	0.485	0.360
SG	0.725	0.318	0.535	0.778	0.735	0.755	0.854	0.557	0.644	0.594	0.702	0.712	-0.336	0.714	0.434	0.362	1.000	0.615	0.612	0.664	0.634	0.522	0.472	0.556	0.470	0.658	0.757
SH	0.679	0.433	0.642	0.654	0.534	0.623	0.645	0.660	0.624	0.689	0.598	0.663	-0.238	0.592	0.502	0.445	0.615	1.000	0.609	0.640	0.698	0.524	0.572	0.616	0.541	0.593	0.625
SO	0.657	0.430	0.606	0.663	0.642	0.647	0.665	0.653	0.600	0.599	0.656	0.655	-0.215	0.618	0.473	0.466	0.612	0.609	1.000	0.677	0.627	0.616	0.603	0.644	0.543	0.650	0.652
SZ	0.672	0.338	0.585	0.685	0.598	0.643	0.666	0.679	0.619	0.571	0.640	0.641	-0.251	0.671	0.533	0.447	0.664	0.640	0.677	1.000	0.600	0.540	0.548	0.521	0.526	0.642	0.642
TG	0.654	0.476	0.733	0.667	0.595	0.626	0.648	0.618	0.630	0.679	0.646	0.649	-0.174	0.578	0.455	0.449	0.634	0.698	0.627	0.600	1.000	0.547	0.601	0.644	0.524	0.649	0.638
TI	0.629	0.415	0.573	0.576	0.543	0.577	0.573	0.645	0.625	0.534	0.627	0.556	-0.261	0.596	0.495	0.518	0.522	0.524	0.616	0.540	0.547	1.000	0.498	0.649	0.550	0.663	0.523
UR	0.551	0.514	0.615	0.493	0.452	0.480	0.481	0.680	0.599	0.627	0.499	0.490	-0.054	0.501	0.396	0.490	0.472	0.572	0.603	0.548	0.601	0.498	1.000	0.574	0.534	0.494	0.484
VD	0.645	0.472	0.655	0.582	0.528	0.603	0.592	0.700	0.642	0.666	0.640	0.610	-0.161	0.591	0.537	0.498	0.556	0.616	0.644	0.521	0.644	0.649	0.574	1.000	0.567	0.605	0.588
VS	0.536	0.545	0.605	0.492	0.473	0.485	0.480	0.600	0.554	0.549	0.500	0.464	-0.057	0.493	0.452	0.469	0.470	0.541	0.543	0.526	0.524	0.550	0.534	0.567	1.000	0.495	0.488
ZG	0.687	0.393	0.644	0.673	0.669	0.696	0.694	0.594	0.607	0.586	0.692	0.712	-0.323	0.593	0.482	0.485	0.658	0.593	0.650	0.642	0.649	0.663	0.494	0.605	0.495	1.000	0.680
ZH	0.709	0.367	0.549	0.798	0.751	0.829	0.887	0.568	0.663	0.595	0.733	0.757	-0.295	0.720	0.410	0.360	0.757	0.625	0.652	0.642	0.638	0.523	0.484	0.588	0.488	0.680	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	StartReportingPeriod	EndReportingPeriod	Month	Parameter	ZH	BE	LU	UR	SZ	OW	NW	GL	ZG	FR	SO	BS	BL	SH	AR	AI	SG	GR	AG	TG	TI	VD	VS	NE	GE	CH
0	1952-12-14	1952-12-20	12	Cases Influenza	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1	1952-12-21	1952-12-27	12	Cases Influenza	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0	0	5
2	1952-12-28	1953-01-03	12	Cases Influenza	5	2	0	0	0	0	0	0	0	0	0	0	4	0	0	0	4	3	0	0	2	0	0	0	0	20
3	1953-01-04	1953-01-10	1	Cases Influenza	0	0	0	0	0	0	0	0	0	0	0	19	5	0	0	0	0	0	0	0	4	0	0	0	0	28
4	1953-01-11	1953-01-17	1	Cases Influenza	4	4	0	0	0	0	0	0	25	0	6	21	26	0	0	0	0	30	0	0	15	0	0	2	0	133
5	1953-01-18	1953-01-24	1	Cases Influenza	47	4	26	0	0	0	0	0	29	0	0	65	43	0	0	0	56	73	5	0	7	0	0	7	0	362
6	1953-01-25	1953-01-31	1	Cases Influenza	425	72	71	0	0	0	0	0	40	0	2	628	28	37	0	0	97	331	16	0	308	5	0	29	1281	3370
7	1953-02-01	1953-02-07	2	Cases Influenza	1280	228	165	0	0	0	0	16	188	2	0	758	64	40	0	0	109	586	129	0	224	30	118	94	2602	6633
8	1953-02-08	1953-02-14	2	Cases Influenza	3049	688	759	50	43	0	2	56	402	9	24	1329	229	126	56	0	729	1255	282	20	199	836	0	102	1527	11772
9	1953-02-15	1953-02-21	2	Cases Influenza	2891	966	778	33	167	36	34	264	359	17	214	1358	334	587	100	2	1188	1276	923	186	246	351	247	296	1324	14177

	StartReportingPeriod	EndReportingPeriod	Month	Parameter	ZH	BE	LU	SZ	NW	GL	ZG	FR	BS	BL	SG	GR	AG	VD	NE	GE	CH
304	1958-10-12	1958-10-18	10	Cases Influenza	30	7	5	3	0	0	0	0	58	32	64	0	21	0	7	6	233
305	1958-10-19	1958-10-25	10	Cases Influenza	26	8	1	10	0	0	0	8	60	26	17	0	1	0	18	21	196
306	1958-10-26	1958-11-01	10	Cases Influenza	5	11	9	0	0	0	0	0	40	20	8	0	2	0	5	0	100
307	1958-11-02	1958-11-08	11	Cases Influenza	26	0	8	0	0	0	0	0	32	20	0	9	0	0	4	0	99
308	1958-11-09	1958-11-15	11	Cases Influenza	7	0	5	0	0	0	0	0	11	18	6	8	1	0	0	0	56
309	1958-11-16	1958-11-22	11	Cases Influenza	11	7	6	0	6	10	0	0	29	11	5	10	0	0	2	2	99
310	1958-11-23	1958-11-29	11	Cases Influenza	9	3	0	0	0	0	0	0	8	6	2	8	0	30	3	3	72
311	1958-11-30	1958-12-06	12	Cases Influenza	4	4	0	0	0	0	0	0	5	8	5	0	10	0	5	0	41
312	1958-12-07	1958-12-13	12	Cases Influenza	12	5	4	0	0	0	3	0	21	10	18	13	0	0	0	8	94
313	1958-12-14	1958-12-20	12	Cases Influenza	22	3	0	0	0	0	2	0	2	9	6	0	4	0	5	18	71

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample